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Os12g0468000

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description :


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 9.45 (0.0445) R2 : 0.628
β1 : 3.08 (0.165) R2dD : 0.316 R2D : 0.253
β2 : 0.986 (0.106) R2dC : 0.0754 R2C : 0.0129
β3 : -3.56 (0.198) R2dE : 0.316 R2E : 0.179
β4 : 2.42 (0.398) R2dD*C : 0.0285 R2D*C : 0.0364
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.175 (0.0992) R2dN8 : 0.00396 R2N8 : 0.0329
σ : 0.818
deviance : 308.13
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C
peak time of C : 11.2
E
wheather : temperature
threshold : 22.19
memory length : 321
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 17.6
open length of G : 21.2

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose dependent, type of G = rect.)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
308.92 0.826 9.46 2.99 1.08 -3.49 2.45 -0.619 -0.208 11.1 21.85 290 17.8 21.4
308.13 0.818 9.45 3.08 0.986 -3.56 2.42 -- -0.175 11.2 22.19 321 17.6 21.2
330.9 0.847 9.45 3.27 0.999 -3.52 -- 0.787 -0.155 11 22.16 327 17.9 21.1
331.02 0.847 9.45 3.19 0.98 -3.48 -- -- -0.195 10.7 22.18 334 17.7 21
360.2 0.884 9.46 3.7 -- -3.08 -- 1.58 -0.146 -- 23.02 451 16.4 20.7
494.95 1.04 9.58 2.46 1.05 -- 2.03 -- -0.793 8.18 -- -- -- --
505.99 1.05 9.58 2.52 1.08 -- -- -- -0.798 7.59 -- -- -- --
358.46 0.882 9.49 3.21 -- -2.89 -- -- -0.201 -- 23.15 457 16.4 20.6
579.29 1.12 9.5 -- 1.07 -2.71 -- -- -0.646 9.5 22.91 332 18.5 20
568.39 1.11 9.61 2.53 -- -- -- -- -0.782 -- -- -- -- --
672.8 1.21 9.65 -- 1.1 -- -- -- -1.08 7.44 -- -- -- --
608.26 1.15 9.63 -- -- -2.21 -- -- -0.723 -- 24.03 450 16.5 20.6
737.37 1.27 9.67 -- -- -- -- -- -1.06 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 318.77 temperature 20.0 270 > th dose dependent rect. 18 22
2 320.85 temperature 10.0 270 > th dose dependent rect. 17 23
6 324.12 temperature 20.0 90 > th dose dependent rect. 9 20
15 329.43 temperature 10.0 270 > th dose dependent rect. 6 22
82 341.73 temperature 20.0 90 > th dose dependent rect. 1 23
87 342.25 temperature 20.0 90 > th dose dependent no NA NA
96 343.13 temperature 30.0 270 < th dose dependent rect. 23 22
102 343.42 temperature 20.0 10 > th dose dependent rect. 21 23
112 344.06 radiation 1.0 14400 < th dose independent rect. 16 2
116 344.23 radiation 1.0 14400 < th dose dependent rect. 16 2
121 344.57 temperature 20.0 10 > th dose dependent rect. 1 23
129 345.19 radiation 1.0 14400 < th dose independent rect. 8 10
136 345.64 temperature 20.0 10 > th dose dependent no NA NA
149 346.36 temperature 10.0 90 > th dose dependent no NA NA
150 346.38 radiation 1.0 14400 > th dose independent rect. 15 3
166 347.24 radiation 1.0 14400 > th dose independent rect. 8 10
194 349.16 temperature 20.0 10 > th dose dependent sin 20 NA
197 349.20 radiation 1.0 14400 < th dose independent rect. 15 7
202 349.32 radiation 1.0 14400 < th dose independent rect. 15 11
217 349.65 temperature 30.0 4320 < th dose dependent rect. 1 1
228 349.81 temperature 10.0 4320 > th dose dependent rect. 1 1
243 349.97 temperature 30.0 270 < th dose dependent rect. 3 17
258 350.10 humidity 80.0 43200 > th dose dependent rect. 21 1
260 350.14 temperature 10.0 4320 > th dose dependent rect. 23 8
275 350.29 temperature 30.0 4320 < th dose dependent rect. 23 8
281 350.34 temperature 10.0 10 > th dose dependent no NA NA
283 350.36 radiation 1.0 14400 < th dose independent sin 18 NA
290 350.46 radiation 1.0 14400 < th dose independent rect. 9 13
413 351.22 humidity 90.0 43200 < th dose independent rect. 21 1
431 351.36 precipitation 0.1 43200 > th dose dependent rect. 17 10
436 351.39 radiation 1.0 14400 < th dose dependent rect. 9 9
477 351.72 precipitation 0.1 43200 > th dose independent rect. 17 6
505 351.90 temperature 30.0 4320 < th dose dependent rect. 5 2
507 351.92 humidity 80.0 43200 > th dose dependent rect. 19 4
534 352.02 precipitation 0.1 43200 < th dose independent rect. 17 6
535 352.02 precipitation 0.1 43200 < th dose dependent rect. 17 6
539 352.05 temperature 20.0 10 > th dose dependent rect. 3 23
547 352.13 radiation 1.0 14400 > th dose independent sin 18 NA
561 352.21 temperature 10.0 4320 > th dose dependent rect. 5 2
694 353.13 temperature 20.0 10 > th dose dependent rect. 10 14
760 353.76 temperature 30.0 90 < th dose dependent rect. 13 23
851 354.53 radiation 1.0 14400 < th dose independent rect. 19 23
853 354.54 radiation 1.0 14400 < th dose independent rect. 1 17
927 354.81 precipitation 0.1 43200 > th dose independent rect. 17 2
948 354.95 temperature 10.0 4320 > th dose dependent sin 9 NA
953 355.00 precipitation 0.1 43200 < th dose independent rect. 17 2
954 355.00 temperature 30.0 4320 < th dose dependent sin 9 NA
955 355.00 precipitation 0.1 43200 < th dose dependent rect. 17 2
956 355.02 precipitation 0.1 43200 > th dose dependent sin 16 NA